Back to Search
Start Over
Research and Application on a Novel Clustering Algorithm of Quantum Optimization in Server Load Balancing
- Source :
- Mathematical Problems in Engineering, Vol 2014 (2014)
- Publication Year :
- 2014
- Publisher :
- Hindawi Limited, 2014.
-
Abstract
- A quantum optimization scheme in network cluster server task scheduling is proposed. We explore and research the distribution theory of energy field in quantum mechanics; specially, we apply it to data clustering. We compare the quantum optimization method with genetic algorithm (GA), ant colony optimization (ACO), simulated annealing algorithm (SAA). At the same time, we prove its validity and rationality by analog simulation and experiment.
- Subjects :
- Mathematical optimization
Meta-optimization
Article Subject
Computer science
General Mathematics
Ant colony optimization algorithms
lcsh:Mathematics
Computer Science::Neural and Evolutionary Computation
General Engineering
lcsh:QA1-939
Scheduling (computing)
lcsh:TA1-2040
Computer cluster
Simulated annealing
Genetic algorithm
Cluster analysis
lcsh:Engineering (General). Civil engineering (General)
Metaheuristic
Quantum
Subjects
Details
- Language :
- English
- ISSN :
- 15635147
- Volume :
- 2014
- Database :
- OpenAIRE
- Journal :
- Mathematical Problems in Engineering
- Accession number :
- edsair.doi.dedup.....0b4a4e5307476c62d5cd9559b4ec6948